{"id":"https://openalex.org/W4414661983","doi":"https://doi.org/10.2298/csis250601063s","title":"HRSP: A high-risk social personnel risk assessment model based on graph attention label propagation algorithm","display_name":"HRSP: A high-risk social personnel risk assessment model based on graph attention label propagation algorithm","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4414661983","doi":"https://doi.org/10.2298/csis250601063s"},"language":"en","primary_location":{"id":"doi:10.2298/csis250601063s","is_oa":true,"landing_page_url":"https://doi.org/10.2298/csis250601063s","pdf_url":"http://www.doiserbia.nb.rs/ft.aspx?id=1820-02142500063S","source":{"id":"https://openalex.org/S206939107","display_name":"Computer Science and Information Systems","issn_l":"1820-0214","issn":["1820-0214","2406-1018"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310321031","host_organization_name":"ComSIS Consortium","host_organization_lineage":["https://openalex.org/P4310321031"],"host_organization_lineage_names":["ComSIS Consortium"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computer Science and Information Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"http://www.doiserbia.nb.rs/ft.aspx?id=1820-02142500063S","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100640053","display_name":"Xin Su","orcid":"https://orcid.org/0000-0002-1860-9004"},"institutions":[{"id":"https://openalex.org/I118612203","display_name":"Hunan Police Academy","ror":"https://ror.org/02gh10772","country_code":"CN","type":"education","lineage":["https://openalex.org/I118612203"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xin Su","raw_affiliation_strings":["Hunan Police Academy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hunan Police Academy","institution_ids":["https://openalex.org/I118612203"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100373116","display_name":"Heng Zhang","orcid":"https://orcid.org/0000-0002-0958-6939"},"institutions":[{"id":"https://openalex.org/I4210126577","display_name":"Shanghai Public Security Bureau","ror":"https://ror.org/03cfv5b91","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210126577"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Heng Zhang","raw_affiliation_strings":["Zhuzhou Public Security Bureau Economic Development Zone Branch"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Zhuzhou Public Security Bureau Economic Development Zone Branch","institution_ids":["https://openalex.org/I4210126577"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087827258","display_name":"Xuchong Liu","orcid":"https://orcid.org/0000-0003-4788-079X"},"institutions":[{"id":"https://openalex.org/I118612203","display_name":"Hunan Police Academy","ror":"https://ror.org/02gh10772","country_code":"CN","type":"education","lineage":["https://openalex.org/I118612203"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xuchong Liu","raw_affiliation_strings":["Hunan Police Academy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hunan Police Academy","institution_ids":["https://openalex.org/I118612203"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Chunming Bai","orcid":null},"institutions":[{"id":"https://openalex.org/I4610292","display_name":"Xiangtan University","ror":"https://ror.org/00xsfaz62","country_code":"CN","type":"education","lineage":["https://openalex.org/I4610292"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chunming Bai","raw_affiliation_strings":["Xiangtan University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Xiangtan University","institution_ids":["https://openalex.org/I4610292"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100663979","display_name":"Liang Wei","orcid":"https://orcid.org/0000-0003-4909-4629"},"institutions":[{"id":"https://openalex.org/I121296143","display_name":"Hunan University of Science and Technology","ror":"https://ror.org/02m9vrb24","country_code":"CN","type":"education","lineage":["https://openalex.org/I121296143"]},{"id":"https://openalex.org/I24407930","display_name":"Hunan University of Science and Engineering","ror":"https://ror.org/04ymz0q33","country_code":"CN","type":"education","lineage":["https://openalex.org/I24407930"]},{"id":"https://openalex.org/I56934997","display_name":"Changsha University of Science and Technology","ror":"https://ror.org/03yph8055","country_code":"CN","type":"education","lineage":["https://openalex.org/I56934997"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Liang","raw_affiliation_strings":["Hunan University of Science and Technology School of Computer Science and Engineering"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hunan University of Science and Technology School of Computer Science and Engineering","institution_ids":["https://openalex.org/I121296143","https://openalex.org/I24407930","https://openalex.org/I56934997"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101759345","display_name":"Ning Jiang","orcid":"https://orcid.org/0000-0003-0794-7996"},"institutions":[{"id":"https://openalex.org/I4210099941","display_name":"Jinshan Hospital of Fudan University","ror":"https://ror.org/013a5fa56","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210099941"]},{"id":"https://openalex.org/I4210166515","display_name":"First People's Hospital of Jingzhou","ror":"https://ror.org/05ses6v92","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210166515"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ning Jiang","raw_affiliation_strings":["Jingshan People\u2019s Hospital, Jingshan city, Hubei, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Jingshan People\u2019s Hospital, Jingshan city, Hubei, China","institution_ids":["https://openalex.org/I4210166515","https://openalex.org/I4210099941"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.28442016,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"22","issue":"4","first_page":"1599","last_page":"1615"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13812","display_name":"AI and HR Technologies","score":0.7802000045776367,"subfield":{"id":"https://openalex.org/subfields/1407","display_name":"Organizational Behavior and Human Resource Management"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T13812","display_name":"AI and HR Technologies","score":0.7802000045776367,"subfield":{"id":"https://openalex.org/subfields/1407","display_name":"Organizational Behavior and Human Resource Management"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10809","display_name":"Occupational Health and Safety Research","score":0.703499972820282,"subfield":{"id":"https://openalex.org/subfields/3614","display_name":"Radiological and Ultrasound Technology"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T14413","display_name":"Advanced Technologies in Various Fields","score":0.6690999865531921,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/adversarial-system","display_name":"Adversarial system","score":0.7195000052452087},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.6029999852180481},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.5493999719619751},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.5292999744415283},{"id":"https://openalex.org/keywords/adversary","display_name":"Adversary","score":0.5135999917984009},{"id":"https://openalex.org/keywords/stability","display_name":"Stability (learning theory)","score":0.37229999899864197},{"id":"https://openalex.org/keywords/public-security","display_name":"Public security","score":0.3301999866962433},{"id":"https://openalex.org/keywords/risk-assessment","display_name":"Risk assessment","score":0.31450000405311584}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8285999894142151},{"id":"https://openalex.org/C37736160","wikidata":"https://www.wikidata.org/wiki/Q1801315","display_name":"Adversarial system","level":2,"score":0.7195000052452087},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.6029999852180481},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.5493999719619751},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.5292999744415283},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5235999822616577},{"id":"https://openalex.org/C41065033","wikidata":"https://www.wikidata.org/wiki/Q2825412","display_name":"Adversary","level":2,"score":0.5135999917984009},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.46480000019073486},{"id":"https://openalex.org/C112972136","wikidata":"https://www.wikidata.org/wiki/Q7595718","display_name":"Stability (learning theory)","level":2,"score":0.37229999899864197},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3409000039100647},{"id":"https://openalex.org/C2986045029","wikidata":"https://www.wikidata.org/wiki/Q294240","display_name":"Public security","level":2,"score":0.3301999866962433},{"id":"https://openalex.org/C12174686","wikidata":"https://www.wikidata.org/wiki/Q1058438","display_name":"Risk assessment","level":2,"score":0.31450000405311584},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.30970001220703125},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.29510000348091125},{"id":"https://openalex.org/C29825287","wikidata":"https://www.wikidata.org/wiki/Q1427940","display_name":"Warning system","level":2,"score":0.28859999775886536},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.2879999876022339},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.27869999408721924},{"id":"https://openalex.org/C106937863","wikidata":"https://www.wikidata.org/wiki/Q7236518","display_name":"Power graph analysis","level":3,"score":0.2752000093460083},{"id":"https://openalex.org/C51632099","wikidata":"https://www.wikidata.org/wiki/Q3985153","display_name":"Training set","level":2,"score":0.27410000562667847},{"id":"https://openalex.org/C2777522414","wikidata":"https://www.wikidata.org/wiki/Q648457","display_name":"Social graph","level":3,"score":0.2736000120639801},{"id":"https://openalex.org/C2987255567","wikidata":"https://www.wikidata.org/wiki/Q33002955","display_name":"Knowledge graph","level":2,"score":0.26489999890327454},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.2547999918460846},{"id":"https://openalex.org/C182590292","wikidata":"https://www.wikidata.org/wiki/Q989632","display_name":"Network security","level":2,"score":0.25360000133514404},{"id":"https://openalex.org/C2776321320","wikidata":"https://www.wikidata.org/wiki/Q857525","display_name":"Annotation","level":2,"score":0.25119999051094055}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.2298/csis250601063s","is_oa":true,"landing_page_url":"https://doi.org/10.2298/csis250601063s","pdf_url":"http://www.doiserbia.nb.rs/ft.aspx?id=1820-02142500063S","source":{"id":"https://openalex.org/S206939107","display_name":"Computer Science and Information Systems","issn_l":"1820-0214","issn":["1820-0214","2406-1018"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310321031","host_organization_name":"ComSIS Consortium","host_organization_lineage":["https://openalex.org/P4310321031"],"host_organization_lineage_names":["ComSIS Consortium"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computer Science and Information Systems","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.2298/csis250601063s","is_oa":true,"landing_page_url":"https://doi.org/10.2298/csis250601063s","pdf_url":"http://www.doiserbia.nb.rs/ft.aspx?id=1820-02142500063S","source":{"id":"https://openalex.org/S206939107","display_name":"Computer Science and Information Systems","issn_l":"1820-0214","issn":["1820-0214","2406-1018"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310321031","host_organization_name":"ComSIS Consortium","host_organization_lineage":["https://openalex.org/P4310321031"],"host_organization_lineage_names":["ComSIS Consortium"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computer Science and Information Systems","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4414661983.pdf","grobid_xml":"https://content.openalex.org/works/W4414661983.grobid-xml"},"referenced_works_count":9,"referenced_works":["https://openalex.org/W3044424344","https://openalex.org/W3166324779","https://openalex.org/W4226135409","https://openalex.org/W4384787880","https://openalex.org/W4385652500","https://openalex.org/W4386243226","https://openalex.org/W4388757024","https://openalex.org/W4403390341","https://openalex.org/W4412718790"],"related_works":[],"abstract_inverted_index":{"The":[0,91],"current":[1,39],"society":[2,25],"is":[3,35,44],"complex":[4],"and":[5,7,15,26,31,43,52,59,72,113,138,152,170,188],"changeable,":[6],"the":[8,18,36,46,109,121,127,131,139,142,150,155],"post-pandemic":[9],"era":[10],"profoundly":[11],"affects":[12],"people?s":[13,53],"work":[14,33,42,56],"life.":[16],"Identifying":[17],"potential":[19],"risks":[20],"of":[21,38,64,141,154],"highrisk":[22],"individuals":[23,66,165],"in":[24],"carrying":[27],"out":[28],"early":[29],"warning":[30],"control":[32],"effectively":[34],"focus":[37],"public":[40],"security":[41],"also":[45],"key":[47],"to":[48,119],"maintaining":[49],"social":[50],"stability":[51,153],"peace.":[54],"This":[55],"first":[57],"analyzes":[58],"constructs":[60],"a":[61,78,86,94,99,104,134,159,174,179],"knowledge":[62,160],"graph":[63,87,105,161,180],"high-risk":[65,79,164],"based":[67,84,102,166],"on":[68,85,103,167],"their":[69],"backgrounds,":[70,168],"trajectories,":[71,169],"related":[73,171],"information.":[74],"Subsequently,":[75],"we":[76,129],"propose":[77],"personnel":[80,136],"risk":[81,175],"assessment":[82,176],"model":[83,92,132,177],"attention-label":[88,181],"propagation":[89,111,182],"algorithm.":[90],"employs":[93],"multi-label":[95,185],"feature":[96,186],"selection":[97,187],"method,":[98],"basic":[100],"classifier":[101],"attention":[106],"network":[107],"for":[108,163],"label":[110],"algorithm,":[112,183],"an":[114],"adversarial":[115,189],"data":[116,190],"augmentation":[117],"algorithm":[118],"enhance":[120],"gradient-based":[122],"adversary":[123],"during":[124],"training.":[125],"In":[126],"experiment,":[128],"train":[130],"using":[133,178],"public-security-field":[135],"dataset,":[137],"accuracy":[140],"proposed":[143,156],"method":[144],"reaches":[145],"90.2%,":[146],"Ablation":[147],"experiments":[148],"demonstrate":[149],"effectiveness":[151],"method.":[157],"Constructing":[158],"specifically":[162],"data,":[172],"Proposing":[173],"incorporating":[184],"augmentation,":[191],"which":[192],"enhances":[193],"training":[194],"effectiveness.":[195]},"counts_by_year":[],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}